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Trooboff S, Pohl A, Spaulding AC, White LJ, Edwards MA. County health ranking: untangling social determinants of health and other factors associated with short-term bariatric surgery outcomes. Surg Obes Relat Dis 2024; 20:935-946. [PMID: 38760296 DOI: 10.1016/j.soard.2024.03.015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2023] [Revised: 02/10/2024] [Accepted: 03/09/2024] [Indexed: 05/19/2024]
Abstract
BACKGROUND The complex interplay of the social determinants of health, race/ethnicity, and traditional surgical risk factors on outcomes following metabolic surgery is poorly understood. OBJECTIVE To evaluate the relationship between the social determinants of health as measured by county health ranking (CHR) and short-term metabolic surgery outcomes. SETTING Five accredited bariatric program sites at a national academic health system. METHODS Data were collected from 5 sites of a single health system from 2010 to 2021. Current procedural terminology codes identified primary and revisional cases. Patient characteristics, procedural data, and 30-day occurrences were collected. CHRs for health factors were determined by ZIP Code and stratified into best, middle, and worst terciles. The primary outcome was 30-day complications, readmissions, or reinterventions/reoperations. Logistic regression assessed the correlation between CHR tercile and morbidity. RESULTS We analyzed 4,315 primary and 370 revisional metabolic surgery cases. Overall, 64.0%, 27.4%, and 8.6% of patients lived in the best, middle, and worst CHR terciles, respectively. Patients in the middle and worst CHR terciles were more commonly older; non-Hispanic Black or Hispanic; suffered from preexisting chronic obstructive pulmonary disease or hypertension, were dialysis dependence, were on therapeutic anticoagulation, or had inferior vena cava filters. Middle and worst CHR tercile patients were more likely to undergo index sleeve gastrectomy or robotic-assisted surgery and have surgery performed by a self-designated general surgeon. Thirty-day outcomes were similar across CHR terciles. Racial disparity in multiple short-term outcomes persisted despite adjustment for CHR tercile. CONCLUSION Higher-risk patients are more likely to be from counties with lower CHRs, but CHR was not independently associated with 30-day outcomes after metabolic surgery.
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Affiliation(s)
- Spencer Trooboff
- Department of Surgery, Division of Advanced GI and Bariatric Surgery, Mayo Clinic, Jacksonville, Florida
| | - Abigail Pohl
- Department of Surgery, Division of Advanced GI and Bariatric Surgery, Mayo Clinic, Jacksonville, Florida
| | - Aaron C Spaulding
- Division of Health Care Delivery Research, Mayo Clinic, Jacksonville, Florida
| | - Launia J White
- Department of Quantitative Health Sciences, Division of Clinical Trials and Biostatistics, Mayo Clinic, Jacksonville, Florida
| | - Michael A Edwards
- Department of Surgery, Division of Advanced GI and Bariatric Surgery, Mayo Clinic, Jacksonville, Florida.
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Edwards MA, Falstin M, Alomari M, Spaulding A, Brennan ER. Robotic Versus Laparoscopic Sleeve Gastrectomy Outcome Trends Over Time: Are We Improving? Obes Surg 2024; 34:2596-2606. [PMID: 38844716 DOI: 10.1007/s11695-024-07334-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2024] [Revised: 05/25/2024] [Accepted: 05/29/2024] [Indexed: 07/03/2024]
Abstract
BACKGROUND Sleeve gastrectomy (SG) is an effective treatment option for patients with obesity. Robotic sleeve gastrectomy (RSG) is reported to have worse short-term patient outcomes compared to laparoscopic SG (LSG), but prior studies may not have accounted for evolving technology, including stapler utilization. OBJECTIVE This study compared RSG and LSG outcomes over different time periods. SETTING Academic Hospital. MATERIAL AND METHODS The 2015 to 2021 Metabolic and Bariatric Surgery Accreditation and Quality Improvement Project (MBSAQIP) databases were used. Matched cohort analyses compared adverse outcomes within 30 days for the 2015-2018 and 2019-2021 cohorts. Bivariate and regression models compared cohorts using Stata/MP 17.0. RESULTS Seven hundred sixty-eight thousand and sixty-nine SG were analyzed. Over the 7-year study period, all patient outcomes, operation length (OL), and length of stay (LOS) trended downward for RSG, except surgical site infection (SSI). In the 2015-2018 cohort, leak was significantly higher with RSG (OR 1.53), and OL and LOS longer (p < 0.001). In the 2019-2021 cohort which corelated with a significant increase in robotic cases, leak (OR 1.36), SSI (OR 1.46), and morbidity (OR 1.11) were higher with RSG. While the mean difference in OL and LOS decreased between the two time periods, they remain longer for RSG (p < 0.001). CONCLUSION While RSG and LSG are safe with similar mortality, RSG continues to be associated with higher rates of morbidity, leak, and SSI, as well as longer OL, hospital LOS, and higher cost. The study is limited by the ability to account for the impact of surgeon experience and stapler utilization on outcomes.
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Affiliation(s)
- Michael A Edwards
- Department of Surgery, Division of Advanced GI and Bariatric Surgery, Mayo Clinic, 4500 San Pablo Rd S, Jacksonville, FL, 32224, USA.
| | - Mark Falstin
- Department of Surgery, Division of Advanced GI and Bariatric Surgery, Mayo Clinic, 4500 San Pablo Rd S, Jacksonville, FL, 32224, USA
| | - Mohammad Alomari
- Department of Surgery, Division of Advanced GI and Bariatric Surgery, Mayo Clinic, 4500 San Pablo Rd S, Jacksonville, FL, 32224, USA
| | - Aaron Spaulding
- Division of Health Care Delivery Research, Robert D. and Patricia E. Kern Center, Mayo Clinic, Jacksonville, FL, 32224, USA
| | - Emily R Brennan
- Division of Health Care Delivery Research, Robert D. and Patricia E. Kern Center, Mayo Clinic, Jacksonville, FL, 32224, USA
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El Ansari W, El-Menyar A, El-Ansari K, Al-Ansari A, Lock M. Cumulative Incidence of Venous Thromboembolic Events In-Hospital, and at 1, 3, 6, and 12 Months After Metabolic and Bariatric Surgery: Systematic Review of 87 Studies and Meta-analysis of 2,731,797 Patients. Obes Surg 2024; 34:2154-2176. [PMID: 38602603 PMCID: PMC11127857 DOI: 10.1007/s11695-024-07184-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2023] [Revised: 03/15/2024] [Accepted: 03/15/2024] [Indexed: 04/12/2024]
Abstract
Systematic review/meta-analysis of cumulative incidences of venous thromboembolic events (VTE) after metabolic and bariatric surgery (MBS). Electronic databases were searched for original studies. Proportional meta-analysis assessed cumulative VTE incidences. (PROSPERO ID:CRD42020184529). A total of 3066 records, and 87 studies were included (N patients = 4,991,683). Pooled in-hospital VTE of mainly laparoscopic studies = 0.15% (95% CI = 0.13-0.18%); pooled cumulative incidence increased to 0.50% (95% CI = 0.33-0.70%); 0.51% (95% CI = 0.38-0.65%); 0.72% (95% CI = 0.13-1.52%); 0.78% (95% CI = 0-3.49%) at 30 days and 3, 6, and 12 months, respectively. Studies using predominantly open approach exhibited higher incidence than laparoscopic studies. Within the first month, 60% of VTE occurred after discharge. North American and earlier studies had higher incidence than non-North American and more recent studies. This study is the first to generate detailed estimates of the incidence and patterns of VTE after MBS over time. The incidence of VTE after MBS is low. Improved estimates and time variations of VTE require longer-term designs, non-aggregated reporting of characteristics, and must consider many factors and the use of data registries. Extended surveillance of VTE after MBS is required.
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Affiliation(s)
- Walid El Ansari
- Department of Surgery, Hamad Medical Corporation, 3050, Doha, Qatar.
- College of Medicine, Qatar University, Doha, Qatar.
- Department of Clinical Population Health, Weill Cornell Medicine-Qatar, Doha, Qatar.
| | - Ayman El-Menyar
- Clinical Research, Trauma and Vascular Surgery, Hamad Medical Corporation, Doha, Qatar
- Department of Clinical Medicine, Weill Cornell Medicine-Qatar, Doha, Qatar
| | - Kareem El-Ansari
- Faculty of Medicine, St. George's University, Saint George's, Grenada
| | | | - Merilyn Lock
- Department of Exercise Science, Health and Epidemiology, College of Health and Life Sciences, Hamad Bin Khalifa University, Doha, Qatar
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Ali H, Inayat F, Moond V, Chaudhry A, Afzal A, Anjum Z, Tahir H, Anwar MS, Dahiya DS, Afzal MS, Nawaz G, Sohail AH, Aziz M. Predicting short-term thromboembolic risk following Roux-en-Y gastric bypass using supervised machine learning. World J Gastrointest Surg 2024; 16:1097-1108. [PMID: 38690043 PMCID: PMC11056662 DOI: 10.4240/wjgs.v16.i4.1097] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/30/2023] [Revised: 02/07/2024] [Accepted: 03/05/2024] [Indexed: 04/22/2024] Open
Abstract
BACKGROUND Roux-en-Y gastric bypass (RYGB) is a widely recognized bariatric procedure that is particularly beneficial for patients with class III obesity. It aids in significant weight loss and improves obesity-related medical conditions. Despite its effectiveness, postoperative care still has challenges. Clinical evidence shows that venous thromboembolism (VTE) is a leading cause of 30-d morbidity and mortality after RYGB. Therefore, a clear unmet need exists for a tailored risk assessment tool for VTE in RYGB candidates. AIM To develop and internally validate a scoring system determining the individualized risk of 30-d VTE in patients undergoing RYGB. METHODS Using the 2016-2021 Metabolic and Bariatric Surgery Accreditation Quality Improvement Program, data from 6526 patients (body mass index ≥ 40 kg/m2) who underwent RYGB were analyzed. A backward elimination multivariate analysis identified predictors of VTE characterized by pulmonary embolism and/or deep venous thrombosis within 30 d of RYGB. The resultant risk scores were derived from the coefficients of statistically significant variables. The performance of the model was evaluated using receiver operating curves through 5-fold cross-validation. RESULTS Of the 26 initial variables, six predictors were identified. These included a history of chronic obstructive pulmonary disease with a regression coefficient (Coef) of 2.54 (P < 0.001), length of stay (Coef 0.08, P < 0.001), prior deep venous thrombosis (Coef 1.61, P < 0.001), hemoglobin A1c > 7% (Coef 1.19, P < 0.001), venous stasis history (Coef 1.43, P < 0.001), and preoperative anticoagulation use (Coef 1.24, P < 0.001). These variables were weighted according to their regression coefficients in an algorithm that was generated for the model predicting 30-d VTE risk post-RYGB. The risk model's area under the curve (AUC) was 0.79 [95% confidence interval (CI): 0.63-0.81], showing good discriminatory power, achieving a sensitivity of 0.60 and a specificity of 0.91. Without training, the same model performed satisfactorily in patients with laparoscopic sleeve gastrectomy with an AUC of 0.63 (95%CI: 0.62-0.64) and endoscopic sleeve gastroplasty with an AUC of 0.76 (95%CI: 0.75-0.78). CONCLUSION This simple risk model uses only six variables to assist clinicians in the preoperative risk stratification of RYGB patients, offering insights into factors that heighten the risk of VTE events.
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Affiliation(s)
- Hassam Ali
- Department of Gastroenterology, East Carolina University Brody School of Medicine, Greenville, NC 27834, United States
| | - Faisal Inayat
- Department of Internal Medicine, Allama Iqbal Medical College, Lahore, Punjab 54550, Pakistan
| | - Vishali Moond
- Department of Internal Medicine, Saint Peter's University Hospital and Robert Wood Johnson Medical School, New Brunswick, NJ 08901, United States
| | - Ahtshamullah Chaudhry
- Department of Internal Medicine, St. Dominic's Hospital, Jackson, MS 39216, United States
| | - Arslan Afzal
- Department of Gastroenterology, East Carolina University Brody School of Medicine, Greenville, NC 27834, United States
| | - Zauraiz Anjum
- Department of Internal Medicine, Rochester General Hospital, Rochester, NY 14621, United States
| | - Hamza Tahir
- Department of Internal Medicine, Jefferson Einstein Hospital, Philadelphia, PA 19141, United States
| | - Muhammad Sajeel Anwar
- Department of Internal Medicine, UHS Wilson Medical Center, Johnson, NY 13790, United States
| | - Dushyant Singh Dahiya
- Division of Gastroenterology, Hepatology and Motility, The University of Kansas School of Medicine, Kansas, KS 66160, United States
| | - Muhammad Sohaib Afzal
- Department of Internal Medicine, Louisiana State University Health, Shreveport, LA 71103, United States
| | - Gul Nawaz
- Department of Internal Medicine, Allama Iqbal Medical College, Lahore, Punjab 54550, Pakistan
| | - Amir H Sohail
- Department of Surgery, University of New Mexico School of Medicine, Albuquerque, NM 87106, United States
| | - Muhammad Aziz
- Department of Gastroenterology and Hepatology, The University of Toledo, Toledo, OH 43606, United States
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Giannis D, Geropoulos G, Kakos CD, Lu W, El Hadwe S, Fornasiero M, Robertson A, Parmar C. Portomesenteric Vein Thrombosis in Patients Undergoing Sleeve Gastrectomy: an Updated Systematic Review and Meta-Analysis of 101,914 Patients. Obes Surg 2023; 33:2991-3007. [PMID: 37523131 DOI: 10.1007/s11695-023-06714-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2023] [Revised: 06/21/2023] [Accepted: 06/26/2023] [Indexed: 08/01/2023]
Abstract
INTRODUCTION Portomesenteric vein thrombosis (PMVT) is a rare but potentially fatal complication of sleeve gastrectomy (SG). The rising prevalence of SG has led to a surge in the occurrence of PMVT, while the associated risk factors have not been fully elucidated. This study aims to determine the incidence and risk factors of PMVT in patients undergoing SG. METHODS A comprehensive literature search was performed in PubMed and EMBASE databases. Proportion and regression meta-analyses were conducted. RESULTS In a total of 76 studies including 101,914 patients undergoing SG, we identified 357 patients with PMVT. Mean follow-up was 14.4 (SD: 16.3) months. The incidence of PMVT was found to be 0.50% (95%CI: 0.40-0.61%). The majority of the population presented with abdominal pain (91.8%) at an average of 22.4 days postoperatively and PMVT was mainly diagnosed with computed tomography (CT) (96.0%). Hematologic abnormalities predisposing to thrombophilia were identified in 34.9% of the population. Advanced age (p=0.02) and low center volume (p <0.0001) were significantly associated with PMVT, while gender, BMI, hematologic abnormality, prior history of deep vein thrombosis or pulmonary embolism, type of prophylactic anticoagulation, and duration of prophylactic anticoagulation were not associated with the incidence of PMVT in meta-regression analyses. Treatment included therapeutic anticoagulation in 93.4% and the mortality rate was 4/357 (1.1%). CONCLUSION PMVT is a rare complication of sleeve gastrectomy with an incidence rate <1% that is associated with low center volume and advanced age but is not affected by the duration or type of thromboprophylaxis administered postoperatively.
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Affiliation(s)
- Dimitrios Giannis
- Department of Surgery, North Shore University Hospital/Long Island Jewish Medical Center, Northwell Health, Manhasset, NY, 11030, USA.
- Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, 11549, USA.
| | | | - Christos D Kakos
- Department of Transplant Surgery, Aristotle University of Thessaloniki School of Medicine, 54124, Thessaloniki, Greece
| | - Weiying Lu
- Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, 11549, USA
| | - Salim El Hadwe
- Department of Clinical Neurosciences, Cambridge School of Medicine, Cambridge University, Cambridge, CB2 0QQ, UK
| | | | | | - Chetan Parmar
- Department of Surgery, Whittington Hospital, London, N19 5NF, UK
- Department of Surgery, UCLH, London, NW1 2BU, UK
- Apollo Hospitals, Research and Education Foundation, Delhi, 500096, India
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Edwards MA, Hussain MWA, Spaulding AC. Gastric Bypass Mortality Trends in Racial Cohorts: Are We Improving? Obes Surg 2023; 33:1411-1421. [PMID: 36918474 DOI: 10.1007/s11695-023-06541-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2022] [Revised: 02/28/2023] [Accepted: 03/07/2023] [Indexed: 03/16/2023]
Abstract
INTRODUCTION Roux-en-Y gastric bypass (RYGB) continues to be safely performed in racial cohorts. However, studies continue to report differences in complications, with non-Hispanic black (NHB) patients having a higher rate of adverse outcomes, including mortality. It is unclear how these disparate outcomes have evolved over time. Our objective was to determine RYGB procedure and mortality trends in racial cohorts. METHODS Using the 2015 to 2019 Metabolic and Bariatric Surgery Accreditation and Quality Improvement Project (MBSAQIP) database, we identified primary RYGB cases performed laparoscopically or robotically. Non-Hispanic white (NHW) and non-Hispanic black (NHB) patient cohorts were matched based on patient and surgical characteristics. Conditional logistic regression analysis was conducted on the matched pairs. Primary outcomes of interest included year-to-year all-cause and procedure-related mortality. Stata/MP 16.1 was utilized for analysis, and a p-value of < 0.05 and a 95% confidence interval that excluded 1 were considered significant. RESULTS A total of 148,829 RYGB cases in NHW (82.8%) and Black (17.2%) patients were analyzed. RYGB trends remain similar for NHB and NHW patients over 5 years. In matched cohorts, all-cause mortality (OR 2.23; 95% CI: 1.16-4.29), aggregate related readmission (OR 1.39; 95% CI: 1.27-1.51), related reintervention (OR 1.36; 95% CI: 1.19-1.56), and VTE (OR 1.86; 95% CI: 1.40-2.45) were more likely in NHB patients. During the study period, year-to-year mortality was higher in NHB patients compared to NHW patients. CONCLUSION Over a 5-year period, year-to-year mortality remains higher in NHB patients after RYGB. While bariatric outcomes continue to improve, outcome gaps between racial cohorts seem to persist.
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Affiliation(s)
- Michael A Edwards
- Advanced GI and Bariatrics Division, Department of Surgery, Mayo Clinic, Jacksonville, FL, 32224, USA. .,Department of Surgery, Mayo Clinic Alix School of Medicine, 4500 San Pablo Rd S, Jacksonville, FL, 32224, USA.
| | - Md Walid Akram Hussain
- Advanced GI and Bariatrics Division, Department of Surgery, Mayo Clinic, Jacksonville, FL, 32224, USA
| | - Aaron C Spaulding
- Division of Health Care Delivery Research, Robert D. and Patricia E. Kern Center, Mayo Clinic, Jacksonville, FL, 32224, USA
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Wesley Vosburg R, Druar NM, Kim JJ. Factors Associated with Increased Risk for Pulmonary Embolism After Metabolic and Bariatric Surgery: Analysis of Nearly One Million Patients. Obes Surg 2022; 32:2433-2437. [PMID: 35568750 DOI: 10.1007/s11695-022-06102-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2022] [Revised: 04/28/2022] [Accepted: 05/04/2022] [Indexed: 12/23/2022]
Abstract
BACKGROUND Metabolic and bariatric surgery (MBS) has a low incidence of post-operative morbidity and mortality. Understanding risk factors associated with complications that occur allows surgeons to define at-risk patients and assess the need for preventive and prophylactic measures. OBJECTIVES To determine risk factors associated with development of pulmonary embolism (PE) within 30 days of MBS and to predict the increased risk for mortality when PE occurs. SETTING USA, MBSAQIP database. METHODS Analysis of the MBSAQIP database was undertaken. This included information on 966,646 MBS cases from 2015 to 2019 in the USA. RESULTS Twenty-two risk factors for development of PE post-MBS were identified to be statistically significant. CONCLUSIONS PE is a relatively uncommon complication after MBS. When it does occur, there is a 50.9-fold increased risk for mortality. Patients with significant risk factors for PE may benefit from higher dose perioperative and/or extended VTE prophylaxis after MBS.
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Affiliation(s)
- R Wesley Vosburg
- Department of Surgery Mount Auburn Hospital, Harvard Medical School, 355 Waverley Oaks Rd, Suite 100, Waltham, MA, 02452, USA.
| | - Nicholas M Druar
- Department of Surgery & St. Mary's Hospital Department of Surgery, UMass Chan Medical School, Waterbury CT, USA
| | - Julie J Kim
- Department of Surgery Mount Auburn Hospital, Harvard Medical School, 355 Waverley Oaks Rd, Suite 100, Waltham, MA, 02452, USA
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Robotic vs. Laparoscopic Metabolic and Bariatric Surgery, Outcomes over 5 Years in Nearly 800,000 Patients. Obes Surg 2022; 32:2341-2348. [DOI: 10.1007/s11695-022-06082-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2022] [Revised: 04/14/2022] [Accepted: 04/20/2022] [Indexed: 12/25/2022]
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